Resource operation scheduling algorithm and system based on integrated 5G public private network communication network

Yongshi Yuan; Xin Yan; Yin Yuan

doi:10.1117/12.2639575

27 June 2022 Resource operation scheduling algorithm and system based on integrated 5G public private network communication network

Yongshi Yuan, Xin Yan, Yin Yuan

Author Affiliations +

Proceedings Volume 12253, International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2022); 1225317 (2022) https://doi.org/10.1117/12.2639575
Event: Second International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2022), 2022, Qingdao, China

Abstract

With the development of the economy, the Internet has become an indispensable part of people's lives. At the same time, due to the development of Internet of Things, big data, cloud computing and other technologies, the requirements of Internet users for communication systems are also increasing. Network application scenarios such as in-vehicle networking, ultra-high-definition video transmission, and real-time data transmission are emerging one after another. The breakthrough development of 5G communication technology has opened a chapter in the 5G era and has become the key to solving cellular communication technology. However, in the architecture of advanced networks It is still a big problem to solve the problem of load balancing and realize the reasonable scheduling of network resources. At the same time, it has also become a hot spot of current research. In the research of this paper, for the resource allocation and scheduling problem under the new SDN architecture in the core network, based on the network balancing algorithm, an algorithm based on reinforcement learning is designed, and the controller is designed. The scheduling system promotes the refined management of staff and can adapt to changes in flexible and effective market strategies.

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Yongshi Yuan, Xin Yan, and Yin Yuan "Resource operation scheduling algorithm and system based on integrated 5G public private network communication network", Proc. SPIE 12253, International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2022), 1225317 (27 June 2022); https://doi.org/10.1117/12.2639575

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KEYWORDS

Network architectures

Telecommunications

Data transmission

Switches

Algorithm development

Information and communication technologies

Internet

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